Udemy – Python for Beginners: A Gateway to Machine Learning

File Name: Udemy – Python for Beginners: A Gateway to Machine Learning
Content Source: https://www.udemy.com/course/python-for-beginners-a-gateway-to-machine-learning/
Genre / Category: Other Tutorials
File Size : 821 MB
Publisher: udemy
Updated and Published: December 10, 2024
Product Details

This course is specially designed for students eager to learn the Python programming language and foundational concepts of machine learning . Whether you’re a complete beginner or looking to strengthen your programming skills, this course provides a comprehensive introduction to Python and essentials of machine learning , offering practical experience, hands-on coding exercises, and the opportunity to develop a strong foundational understanding of key concepts to advance your learning journey.

What You’ll Learn:

Python Programming Basics

  • Overview of Python Programming Language
  • Step-by-step Installation Guide for Beginners
  • Variable Declaration and Type Casting
  • Arithmetic Operations
    String Operations
  • String Formation and Concatenation
  • Paragraph and Substrings
  • Case Conversion
  • Escape Characters

Control Flow: Conditional Statements:

    • If condition ,Elif condition ,Else condition

Data Structures: Python’s Core Collection Objects:

    • Lists
    • Tuples
    • Sets
    • Dictionaries

Loops


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  • For Loop
  • While Loops

Functions

  • Functions and Arguments
  • Advanced Functionality: Decorators

Object-Oriented Programming (OOP)

  • Classes and Objects
  • Inheritance and Multiple Inheritance

Modularity and Reusability

  • Creating and Using Modules

Machine Learning Essentials

  • Introduction to Machine Learning Concepts
  • Overview of Essential ML Libraries
  • Hands-on Coding Exercise with a Simple Dataset

This course provides a solid foundation in Python programming and a walkthrough of essential machine learning techniques and algorithms, empowering you to start building your own machine learning projects.

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